Summary of What's New in the Latest Version 5.1.5 of AroniSmartInvest™

*New capabilities: ability to analyze and data mine unstructured text from business, markets, investment, economic and general news and RSS feeds using advanced string to word processing or Naïve Bayes Multinomial text mining algorithms. The output includes a cloud of tags or words that highlights in an intuitive, color coded text viewer the most important words or tags that appear in the text.

* Improved stock segmentation models and algorithms, with an adapative model automatically selecting the best candidates for further resarch in each segment

*An improved Market Profile analysis interface.

*A new News Feed Reader, with a user friendly interface. Ability to subscribe to most investment RSS feeds and

share news through social media, process the feeds and save processed data in a directory for further data mining with AroniSmartIntelligence ™, the most advanced analytical, statistical research, and data mining tool built for Mac OS X.

* Improvement in the interface

* Easier to add new stocks listed on the stock market

What does new AroniSmartInvest™ bring you?

The latest version of AroniSmatInvest™ has a module dedicated to Text Analysis, especially text articles from RSS feeds. The RSS Text Analysis module addresses the needs of the customers and the savvy investors to harness the power of new technologies.

One of the consequences of the advances in new technologies is the increasing prominence of BigData. Big Data has been here and exploding. Businesses, individuals and the society have been slowly adjusting to the new trend in technology, data mining and analytics adapted to the needs of BigData. AroniSoft LLC, with its AroniSmart™ line of technological and analytical tools and methodologies, has been working to make sure our customers will be able to harness the benefits offered by BigData. AroniSmartIntelligence™ has a module dedicated to BigData: Text Processing and Bayesian Models. The module is dedicated to analyzing text data and discovering network relationships among different variables and attributes.

The module includes several Bayesian Network models, estimators and algorithms to deal with unstructured data. AroniSmartIntelligence™ models have been optimized for the needs of BigData analytics. To support text and unstructured data mining, the Text processing capability has been added in AroniSmartIntelligence Descriptive Analysis module. AroniSmartIntelligence™ allows the analyst to load plain text from various sources, organized in folders and sub-folders and create a dataset in “aroni” format, to be processed in the Bayesian Models, Regression Analytics, or Segmentation modules.

One of the various data sources is RSS feeds. Using AroniSmartInvest™ RSS Text Analysis module, it is possible to create a folder containing RSS entries, ready to be processed by AroniSmartIntelligence™ Text Processing module. AroniSmartInvest™ RSS Text Analysis module will process RSS content and create a file in “aroni” format. From there, the analyst can leverage the powerfully advanced analytical capabilities of AroniSmartIntelligence.